Real ChatGPT answer · index seedAy87nrvYCF0completeHome services and improvement · roofingcomparison

Compare the total project cost of replacing four Velux skylights at the same time as a roof tear-off versus doing them as a separate project later

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the total project cost of replacing four Velux skylights at the same time as a roof tear-off versus doing them as a separate project later
2 real searches · 1 real-search pass
Velux skylight replacement cost installation flashing labor 2025 2026 roof replacement simultaneous costGoogle ↗
OBSERVED
roof replacement skylight installation cost separate project roof shingles flashing labor cost North CarolinaGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Velux skylight replacement cost installation flashing labor 2025 2026 roof replacement simultaneous cost Google ↗
roof replacement skylight installation cost separate project roof shingles flashing labor cost North Carolina Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Velux skylight replacement cost installation flashing labor 2025 2026 roof replacement simultaneous cost
OBSERVED
Google ↗
AI Mode ↗
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of 1
roof replacement skylight installation cost separate project roof shingles flashing labor cost North Carolina
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1